Managed AI agents don't just hold your data — they act as you. Why this managed-vs-self-hosted trade-off is qualitatively different from the ones we made for databases and Kubernetes.

Lessons from building notification infrastructure at a startup — where "scale" meant complexity, not user count.

How Digital Identity Quietly Evolved from Web 2.0 to the Modern Internet

Why batch APIs fail in unexpected ways — and how to design contracts, error models, and limits that actually work at scale.

Navigating the challenges of building production-grade APIs with type-safe code generation

The hardest part of scaling a Postgres-backed Go service wasn’t SQL — it was connection behavior. Here’s the journey of uncovering that truth and the approach that finally worked.

Solving the problem of lost ordering in Async operation.

Go map choice for building high performance production grade system